AI/ML Job: Engineering Manager, Platform & Text Extraction

OM1

Engineering Manager, Platform & Text Extraction at OM1

๐Ÿ‡บ๐Ÿ‡ธ United States โ€บ Massachusetts โ€บ Boston
  (Posted Dec 6 2021)

Job description
OM1 is on a mission to improve health outcomes by unlocking the power of data. We are a healthcare data and technology company focused on real world clinical data and outcomes, accelerating medical research and personalizing healthcare. Our interdisciplinary team uses expertise in medicine, software, Big Data, machine learning, public health and mathematics to transform records from a diverse set of sources into enriched, research grade data which allows us to generate unique insights in a variety of disease areas.

Weโ€™re looking for an Engineering Manager to lead our efforts to automatically understand and process unstructured medical data at large scale. Our product-focused team embraces creative, rigorous, innovative approaches and experimentation, while emphasizing high quality code, user-friendly data (data is a first-class product here), and rapid iteration. We enjoy solving problems collaboratively, working with clinicians, epidemiologists, biostatisticians, and other data engineers/scientists.
Estimates show that as much as 90% of medical data is unstructured. Come join us in systematically shining light on this data to build the leading edge of modern medicine.

Responsibilities
Oversee the development, delivery, and maintenance of tools and services that understand and process large volumes of diverse, unstructured textual data
Build and foster a culture of engineering excellence and accountability capable of producing best-in-class engineering products with a focus on team, quality, agility, trust, and timely delivery
Drive modern engineering principles and practices by implementing relevant techniques, processes, and best practices
Establish and maintain goals, metrics, and quality standards
Form partnerships with key functions and senior leaders across the organization, especially in Data Science, Product, Research

Requirements
Experience in developing, deploying, and maintaining Natural Language Processing and/or Machine Learning systems in a production environment
5+ years of experience managing a team while shipping products
A strong desire to advance healthcare and improve patient outcomes
Good technical judgement, knowing how and when to balance short term deliverables with long term investment
Comfortable working in an agile environment with continuous delivery

Nice to haves
2+ years experience working across geographically distributed locations and managing remote teams
Experience at a high growth software or data startup.
Proficiency in Spark, Scala, Python and SQL as well as experience with very large-scale data sets
Healthcare and/or life science experience.
Experience working on systems with strong security and privacy requirements.


 

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